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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Mong-Fong Horng Yi-Ting Chen Sin-Man Zeng Bing-Yi Liao |
| Copyright Year | 2011 |
| Description | Author affiliation: Dept. of Electronic Engineering, National Kaohsiung University of Applied Sciences, China (Mong-Fong Horng; Yi-Ting Chen; Sin-Man Zeng; Bing-Yi Liao) |
| Abstract | In this paper, a new genetic algorithm with self-configuration chromosomes for optimization is proposed. In legacy approaches, the chromosomes are with a constant structure. Thus, the search driven by genetic algorithm in solution space is not efficient. In this paper, a scheme of configuring chromosome structure is presented. The chromosome structure is adjusted according to the solution space. The proposed scheme is composed of three phases; solution space analysis, chromosome configuration and genetic operation. Through three phases, the chromosome structure is derived from solution space analysis and is adjusted in iterations to approach the optimal solution. The proposed scheme is applied to find the shortest secure path for people in blaze scene. We deploy a wireless sensor network to collect the temperature distribution in a blaze scene. The proposed genetic algorithm will discover the fleeing path from the measured temperature distribution. The experimental results show that the proposed scheme features (1) effectiveness (2) timeliness and (3) reliability. The developed system also benefits the security and safety of people in business buildings. |
| Starting Page | 627 |
| Ending Page | 632 |
| File Size | 1541106 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781457706523 |
| ISSN | 1062922X |
| e-ISBN | 9781457706530 |
| DOI | 10.1109/ICSMC.2011.6083781 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-10-09 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Biological cells Fires Genetic algorithms Temperature measurement Wireless sensor networks Temperature distribution Temperature sensors Optimization Genetic Algorithm Self-configuration chromosome Wireless Sensor Networks Blaze Rescue |
| Content Type | Text |
| Resource Type | Article |
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